Introduction to Modeling and Simulation

Course Outline

TopicAssignments
Introduction to ModelingImportance of Modeling in Science and Engineering
Introduction to MATLABMATLAB Interface, Basics, Scaler Operations, - Quiz
MATLAB ScriptsScripts practice
MATLAB ArraysCreating arrays, array addressing, character arrays and strings
Linear ModelsTraffic Modeling Assignment
Graphing Data in MATLABTwo dimensional plots
MATLAB Array MathElement by Element Calculations and Array Functions
Advanced Graphing in MATLABExtended two dimensional plotting
Non-Linear Functions
Non-Linear ModelsConstrained and unconstrained growth and decline
Curve Fitting and Statistical ConceptsCurve fitting exercise
MATLAB Programming ConceptsProblem solving techniques
MATLAB I/O
Stochastic ModelsHiker simulation exercise
Final Project Overview and Requirements
Accuracy and Precision in Modeling
MATLAB Conditional StatementsHomework for conditional statements
Project Work PlanPresentation of project workplan and schedule
Verification and Validation of ModelsQuiz
MATLAB LoopsMATLAB Loops Homework
MATLAB FunctionsMATLAB Functions Homework
Final Project Presentations Presentations and written reports